Architecture of Intellect is out now. Get the Ebook HERE, or on Amazon.

It is the missing layer between the vendor's pitch and the board's accountability. What an LLM actually is, what it cannot do by design, and what the enterprise must become to use it without harming itself..

This week's article: Perception, Design, Execution: The Architecture of the AI-Native Enterprise
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The Demand Economy

Waves, not tides

The question your enterprise was built to answer is dead. The winning strategy is no longer "build and scale". It's "sense and respond".

55 minutes ago2 min read

Who this book is NOT for

This is a book about LLMs, AI agents, and AI integration into a firm, not about what happens inside the transformer. It is for the people accountable for a firm's integrity: the ones who'll sign the AI budget, own the operational risk, and answer for the consequences long after the vendor's demo team has moved on.

Jul 211 min read

Why I wrote this book

This week, a board will approve an eight-figure AI budget. The evidence: a vendor deck and a thirty-minute demo. I've watched companies buy AI twice. In the nineties it was called expert systems. Now it's called AI agents. Both times they bought it the way they once bought ERP: an answer, before the question. I remember how the first wave ended. The customer said: "My team of experts keeps to schedule and makes fewer errors without your system than with it." The proje

Jul 141 min read

Why demand arrives in waves and what the new economics asks of the firm.

The AI-Native Enterprise

RAG is a governance programme, not just a solution

1 day ago2 min read

The company that pays people to spend on AI

Minimum AI spend quotas to force usage, seven-figure token bills, no return. Why knowledge workers adopt tools that pay back, not tools ordered, and who holds the mandate to rebuild the work.

2 days ago2 min read

Perception, Design, Execution: The Architecture of the AI-Native Enterprise

The three-layer architecture of the AI-Native enterprise: Perception, Design, Execution. Why the sequence matters, and why 95% of AI pilots build in reverse.

Jul 226 min read

New architecture, operating model, roles, and division of labour.

LLMs and AI agents: new actors, how they fail and new governance.

The Engine and the Agents

AI Agents have no damping, but they must have one.

AI Agents have no damping, but they must have one. The damping must be engineered in deliberately, and deciding precisely where the absorbing human belongs is an architecture decision, not a staffing one.

2 days ago2 min read

An LLM answers. An agent acts.

An LLM is a timeless function. An AI agent is an actor with consequences. The actor that runs in your enterprise hour after hour was assessed by nobody, because no methodology on your risk register knows it exists.

Jul 202 min read

Two camps, one mistake

AI agents are not employees; they are a different kind of participant with special requirements and risks.